224 citations · 1.5k across the 49 of their papers we have counts for
32 papers · 1 filter
Your Face Mirrors Your Deepest Beliefs-Predicting Personality and Morals through Facial Emotion Recognition
P. A. Gloor, A. Fronzetti Colladon, E. Altuntas +4
Can we really "read the mind in the eyes"? Moreover, can AI assist us in this task? This paper answers these two questions by introducing a machine learning system that predicts pe…
Enhancing operations management through smart sensors: measuring and improving well-being, interaction and performance of logistics workers
D. Aloini, A. Fronzetti Colladon, P. Gloor +2
Purpose The purpose of the research is to conduct an exploratory investigation of the material handling activities of an Italian logistics hub. Wearable sensors and other smart too…
'Entanglement' -- A new dynamic metric to measure team flow
P. A. Gloor, M. P. Zylka, A. Fronzetti Colladon +1
We introduce "entanglement", a novel metric to measure how synchronized communication between team members is. This measure calculates the Euclidean distance among team members' so…
As long as you talk about me: The importance of family firm brands and the contingent role of family-firm identity
P. Rovelli, C. Benedetti, A. Fronzetti Colladon +1
This study explores the role of external audiences in determining the importance of family firm brands and the relationship with firm performance. Drawing on text mining and social…
Tell me a story about yourself: The words of shopping experience and self-satisfaction
L Petruzzellis, A Fronzetti Colladon, M Visentin +1
In this paper we investigate the verbal expression of shopping experience obtained by a sample of customers asked to freely verbalize how they felt when entering a store. Using nov…
A new system for evaluating brand importance: A use case from the fashion industry
A. Fronzetti Colladon, F. Grippa, L. Segneri
Today brand managers and marketing specialists can leverage huge amount of data to reveal patterns and trends in consumer perceptions, monitoring positive or negative associations…
Corporate core values and social responsibility: What really matters to whom
M. A. Barchiesi, A. Fronzetti Colladon
This study uses an innovative measure, the Semantic Brand Score, to assess the interest of stakeholders in different company core values. Among others, we focus on corporate social…
The importance of being honest: Correlating self-report accuracy and network centrality with academic performance
A. Fronzetti Colladon, F. Grippa
This study investigates the correlation of self-report accuracy with academic performance. The sample was composed of 289 undergraduate students (96 senior and 193 junior) enrolled…
Put your money where your mouth is: Using deep learning to identify consumer tribes from word usage
P. Gloor, A. Fronzetti Colladon, J. M. de Oliveira +1
Internet and social media offer firms novel ways of managing their marketing strategy and gain competitive advantage. The groups of users expressing themselves on the Internet abou…
Measuring information exchange and brokerage capacity of healthcare teams
F. Grippa, J. Bucuvalas, A. Booth +3
Purpose: The purpose of this paper is to explore possible factors impacting team performance in healthcare, by focusing on information exchange within and across hospital's boundar…
It is rotating leaders who build the swarm: social network determinants of growth for healthcare virtual communities of practice
G. Antonacci, A. Fronzetti Colladon, A. Stefanini +1
Purpose: The purpose of this paper is to identify the factors influencing the growth of healthcare virtual communities of practice (VCoPs) through a seven-year longitudinal study c…
What makes you popular: beauty, personality or intelligence?
A. Fronzetti Colladon, F. Grippa, E. Battistoni +2
This study explores the determinants of popularity within friendship and advice networks. We involved almost 200 college students in an experiment to predict how personality traits…
Big data and big values: When companies need to rethink themselves
M. A. Barchiesi, A. Fronzetti Colladon
In order to face the complexity of business environments and detect priorities while triggering contingency strategies, we propose a new methodological approach that combines text…
Look inside. Predicting stock prices by analysing an enterprise intranet social network and using word co-occurrence networks
A. Fronzetti Colladon, G. Scettri
This study looks into employees' communication, offering novel metrics which can help to predict a company's stock price. We studied the intranet forum of a large Italian company,…
Aristotle Said "Happiness is a State of Activity" -- Predicting Mood through Body Sensing with Smartwatches
P. A. Gloor, A. Fronzetti Colladon, F. Grippa +2
We measure and predict states of Activation and Happiness using a body sensing application connected to smartwatches. Through the sensors of commercially available smartwatches we…
Assessing perceived organizational leadership styles through twitter text mining
A. La Bella, A. Fronzetti Colladon, E. Battistoni +2
We propose a text classification tool based on support vector machines for the assessment of organizational leadership styles, as appearing to Twitter users. We collected Twitter d…
Editorial introduction: The power of words and networks
A. Fronzetti Colladon, P. Gloor, D. F. Iezzi
According to Freud "words were originally magic and to this day words have retained much of their ancient magical power". By words, behaviors are transformed and problems are solve…
Measuring the impact of spammers on e-mail and Twitter networks
A. Fronzetti Colladon, P. A. Gloor
This paper investigates the research question if senders of large amounts of irrelevant or unsolicited information - commonly called "spammers" - distort the network structure of s…
The digital footprint of innovators: Using email to detect the most creative people in your organization
P. A. Gloor, A. Fronzetti Colladon, F. Grippa
We propose a novel method for finding the most innovative people in an organization, using email to analyze structure and dynamics of the organization's online communication. To il…
The impact of social media presence and board member composition on new venture success: Evidences from VC-backed U.S. startups
P. A. Gloor, A. Fronzetti Colladon, F. Grippa +2
The purpose of this study is to examine the impact of board member composition and board members' social media presence on the performance of startups. Using multiple sources, we c…
The power of reciprocal knowledge sharing relationships for startup success
T. J. Allen, P. Gloor, A. Fronzetti Colladon +2
Purpose: The purpose of this paper is to examine the innovative capabilities of biotech start-ups in relation to geographic proximity and knowledge sharing interaction in the R&D n…
The impact of virtual mirroring on customer satisfaction
P. Gloor, A. Fronzetti Colladon, G. Giacomelli +2
We investigate the impact of a novel method called "virtual mirroring" to promote employee self-reflection and impact customer satisfaction. The method is based on measuring commun…
Size does not matter -- in the virtual world. Comparing online social networking behaviour with business success of entrepreneurs
P. A. Gloor, S. Woerner, D. Schoder +2
We explore what benefits network position in online business social networks like LinkedIn might confer to an aspiring entrepreneur. We compare two network attributes, size and emb…
Forecasting managerial turnover through e-mail based social network analysis
P. A. Gloor, A. Fronzetti Colladon, F. Grippa +1
In this study we propose a method based on e-mail social network analysis to compare the communication behavior of managers who voluntarily quit their job and managers who decide t…